{"id":"https://openalex.org/W7161338429","doi":"https://doi.org/10.1016/j.bspc.2026.110601","title":"Incomplete multimodal association analysis based on modality-specific graph constraint and dual-level self-representation learning for AD-related biomarker detection","display_name":"Incomplete multimodal association analysis based on modality-specific graph constraint and dual-level self-representation learning for AD-related biomarker detection","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7161338429","doi":"https://doi.org/10.1016/j.bspc.2026.110601"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110601","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110601","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021668918","display_name":"Aiwei Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiwei Jia","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101759886","display_name":"Xiumei Chen","orcid":"https://orcid.org/0000-0002-0610-990X"},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiumei Chen","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136227778","display_name":"Tao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083537717","display_name":"Meiyan Huang","orcid":"https://orcid.org/0000-0003-2138-9580"},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiyan Huang","raw_affiliation_strings":["Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou 510515, China","Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou 510515, China","School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China"],"raw_orcid":"https://orcid.org/0000-0003-2138-9580","affiliations":[{"raw_affiliation_string":"Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]},{"raw_affiliation_string":"School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China","institution_ids":["https://openalex.org/I58200834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083537717"],"corresponding_institution_ids":["https://openalex.org/I58200834"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95320119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"123","issue":null,"first_page":"110601","last_page":"110601"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.1623000055551529,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.1623000055551529,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.05860000103712082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.04610000178217888,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5734000205993652},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5342000126838684},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.3873000144958496},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.3596999943256378},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3571999967098236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7121000289916992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6072999835014343},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5734000205993652},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5342000126838684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44209998846054077},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3873000144958496},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3138999938964844},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110601","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110601","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W281036081","https://openalex.org/W1519378085","https://openalex.org/W1538457453","https://openalex.org/W1997186465","https://openalex.org/W2007183502","https://openalex.org/W2008929650","https://openalex.org/W2028633780","https://openalex.org/W2048254304","https://openalex.org/W2053288220","https://openalex.org/W2066470779","https://openalex.org/W2098290597","https://openalex.org/W2115779804","https://openalex.org/W2124433209","https://openalex.org/W2136145485","https://openalex.org/W2140718540","https://openalex.org/W2151920318","https://openalex.org/W2157848968","https://openalex.org/W2224259865","https://openalex.org/W2324986914","https://openalex.org/W2510973425","https://openalex.org/W2763403209","https://openalex.org/W2797170176","https://openalex.org/W2798054687","https://openalex.org/W2802278070","https://openalex.org/W2808579812","https://openalex.org/W2916749909","https://openalex.org/W2920936173","https://openalex.org/W2923917921","https://openalex.org/W2938259030","https://openalex.org/W2942489367","https://openalex.org/W2945047858","https://openalex.org/W2957609202","https://openalex.org/W2968446587","https://openalex.org/W2977674931","https://openalex.org/W2996092187","https://openalex.org/W2996359303","https://openalex.org/W2998710796","https://openalex.org/W3006321375","https://openalex.org/W3007189028","https://openalex.org/W3010885030","https://openalex.org/W3023320979","https://openalex.org/W3025745413","https://openalex.org/W3032702549","https://openalex.org/W3035309915","https://openalex.org/W3042484720","https://openalex.org/W3107916186","https://openalex.org/W3112492401","https://openalex.org/W3127072919","https://openalex.org/W3130034864","https://openalex.org/W3135165479","https://openalex.org/W3135491122","https://openalex.org/W3143351114","https://openalex.org/W3178350790","https://openalex.org/W3183256598","https://openalex.org/W3186320158","https://openalex.org/W3195218685","https://openalex.org/W3212266429","https://openalex.org/W4212790653","https://openalex.org/W4213183243","https://openalex.org/W4220676574","https://openalex.org/W4220869656","https://openalex.org/W4221022534","https://openalex.org/W4223591189","https://openalex.org/W4229335109","https://openalex.org/W4252457759","https://openalex.org/W4282571014","https://openalex.org/W4283156058","https://openalex.org/W4288064731","https://openalex.org/W4295872248","https://openalex.org/W4295885307","https://openalex.org/W4296967976","https://openalex.org/W4304014045","https://openalex.org/W4308885870","https://openalex.org/W4312125675","https://openalex.org/W4319878807","https://openalex.org/W4323657311","https://openalex.org/W4324156239","https://openalex.org/W4361216100","https://openalex.org/W4365514154","https://openalex.org/W4382655286","https://openalex.org/W4383067033","https://openalex.org/W4384764313","https://openalex.org/W4385362969","https://openalex.org/W4386572373","https://openalex.org/W4389040751","https://openalex.org/W4390590484","https://openalex.org/W4393866613","https://openalex.org/W4399107575","https://openalex.org/W4400503111","https://openalex.org/W4404516372","https://openalex.org/W4406521461","https://openalex.org/W4408896456","https://openalex.org/W4412486961","https://openalex.org/W4413472192","https://openalex.org/W7125793449"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-17T06:04:21.649783","created_date":"2026-05-16T00:00:00"}